├── README.md ├── paper ├── IJF_global_forecast.tex ├── arxiv.sty ├── fig │ ├── ARcoef.pdf │ ├── CIF2016.pdf │ ├── FREDMD_MONTH.pdf │ ├── M1MonthlyMem.pdf │ ├── MCompandTour │ │ ├── M1 Monthly.png │ │ ├── M1 Quarterly Over 17 Length.png │ │ ├── M1 Quarterly Over 37 Length.png │ │ ├── M1 Quarterly.png │ │ ├── M1MonthNonlin.pdf │ │ ├── M1QuartNonlin.pdf │ │ ├── M1Yearly - Over 11 Length.png │ │ ├── M1Yearly.pdf │ │ ├── M1YearlyNonlin.pdf │ │ ├── M3 Monthly Over 108.png │ │ ├── M3 Monthly.png │ │ ├── M3 Other.png │ │ ├── M3 Quarterly Over 35 .png │ │ ├── M3 Quarterly.png │ │ ├── M3 Yearly.png │ │ ├── M3MonthNonlin.pdf │ │ ├── M3OtherNonlin.pdf │ │ ├── M3QuartNonlin.pdf │ │ ├── M3YearlyNonlin.pdf │ │ ├── M4 Daily (Last 6 years).png │ │ ├── M4 Hourly.png │ │ ├── M4 Monthly.png │ │ ├── M4 Quarterly.png │ │ ├── M4 Weekly.png │ │ ├── M4MonthNonlin.pdf │ │ ├── M4QuartNonlin.pdf │ │ ├── M4WeekNonlin.pdf │ │ ├── M4YearNonlin.pdf │ │ ├── Tourism Monthly.png │ │ ├── Tourism Quarterly.png │ │ ├── Tourism Yearly.png │ │ ├── TourismMonthNonlin.pdf │ │ ├── TourismQuartNonlin.pdf │ │ └── TourismYearNonlin.pdf │ ├── NonlinM3Month.pdf │ ├── Nonlin_AR_M3Quart.png │ ├── covid.pdf │ ├── dominick.pdf │ ├── electricity.pdf │ ├── heterog_exp.pdf │ ├── hospital.pdf │ ├── invsout.pdf │ ├── longmem.pdf │ ├── nn5.pdf │ ├── normaliz_exp.pdf │ ├── partM4.pdf │ ├── partitioning.pdf │ ├── parts.pdf │ ├── pedestrian.pdf │ ├── pendul.pdf │ ├── subsample_M3month.png │ ├── subsample_M3quart.png │ ├── subsample_M4month.png │ ├── traffic.pdf │ ├── weather.pdf │ └── wiki.pdf ├── global_forecast.bib └── global_forecast.tex └── src ├── analysis.R ├── embed.R ├── experiments.R ├── model.R ├── nl_models.R └── pre_datasets.R /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pmontman/paper-global-forec-princip/HEAD/README.md -------------------------------------------------------------------------------- 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